Machine Learning Topics

 

Machine Learning Topics

Introduction of Machine Learning

• What is Machine Learning?
• Python Anaconda setup
• Comparison between ML/AI/Deep Learning
• Understanding different types of Machine Learning
• Data Pre-processing

ML Regression Algorithm

• Linear Regression

ML Classification Algorithm

• Introduction to ML Classification Algorithm
• Logistic Regression
• Support Vector Machine
• Decision Tree
• Naïve Bayes
• Random Forest

ML Clustering Algorithm

• Introduction to ML Clustering Algorithm
• K-means Clustering
• Hierarchical Clustering

ML Association Rule learning Algorithm

• Introduction to association Rule Learning Algorithm